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Turbot vs Voyage AI comparison

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Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Turbot
Ranking in AWS Marketplace
89th
Average Rating
7.6
Number of Reviews
2
Ranking in other categories
No ranking in other categories
Voyage AI
Ranking in AWS Marketplace
40th
Average Rating
7.6
Number of Reviews
3
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the AWS Marketplace category, the mindshare of Turbot is 0.2%, up from 0.1% compared to the previous year. The mindshare of Voyage AI is 0.2%, down from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
Voyage AI0.2%
Turbot0.2%
Other99.6%
AWS Marketplace
 

Featured Reviews

reviewer2849844 - PeerSpot reviewer
Vice President - Intelligent Automation at a financial services firm with 1,001-5,000 employees
Automation has transformed reconciliation accuracy and now cuts manual effort across operations
Turbot's best feature is its ease of use and simple installation process, as it is a no-code, low-code platform. It is well integrated with all libraries that can be used directly with drag and drop feature availability, including Excel automation, Outlook automation, reading and writing emails, and automating web portals with the Universal Recorder feature, which records all applications using one single recorder whether it is a desktop application, web application, or mainframe application. The Universal Recorder has positively impacted my daily work and my team's productivity because we do not have to rely on any other recorder and have consistency of the XPath and web element capturing. It automatically captures depending on the target application. Users do not have to do anything else; they just have to start the recorder, click on the actions, and things will get recorded easily. Another feature of Turbot is the low-code Cockpit web application, which provides a real pictorial view of all the bots on the dashboards, showing what is running, what is in progress, what is paused or failed. It has a continuous notification system in case of failures and successful bot executions, and includes a user management feature with role-based access control. Since integrating with Turbot, our organization has benefited by reducing the FTE percentage from 5% of the manual team using it. We have cut down almost 20 FTE resources, which has saved our costs, and the integration of automation with Turbot has served significantly in the cost optimization part. These cost savings and resource reductions were seen within a year of implementing Turbot. The specific process that benefited the most was related to retail operations of reconciliation of the manual books. Turbot integrates well with all other applications such as Excel, Outlook, the S3 bucket of AWS, and other API applications, which can be easily integrated with the help of REST API and SOAP components directly available. It also has a rich feature for developing custom libraries and components which are easily accessible through the toolbox of the application. Turbot has rich documentation with user guides that can be directly followed, and there are YouTube videos now published on Turbot application on how to get started and how to begin with one single RPA bot to convert manual tasks into automation.
Chirag Morajkar - PeerSpot reviewer
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
Automation workflows have transformed resume screening and document chat into accurate, low-cost flows
Improvement can be made in the documentation aspect, which definitely needs to be updated or enhanced. I felt this need while using Voyage AI. I recognize that it is still growing, which is acceptable for a user like me, but enhancing documentation would greatly help developers or technical personnel. One more improvement could be native integration. For example, when using Voyage AI through make.com, which is an automation platform I regularly use, integration is possible only through APIs. This requires more time for setup and handling configurations. If Voyage AI had a native integration with make.com, similar to how OpenAI's ChatGPT operates, it would streamline the onboarding process very effectively. Other improvements needed for Voyage AI include enhanced documentation, native integration, and potentially video tutorials for each model or feature that they add. Short videos could significantly aid developers who might be lost or unfamiliar with updates since staying up to speed can be challenging.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The predefined policy library is probably the biggest time-saver for us."
"Since integrating with Turbot, our organization has benefited by reducing the FTE percentage from 5% of the manual team using it, we have cut down almost 20 FTE resources, which has saved our costs, and the integration of automation with Turbot has served significantly in the cost optimization part."
"The best feature Voyage AI offers is its text embedding, whose quality is very good and crucial, and I think Voyage AI has excelled in text understanding and contextual comprehension."
"I have significantly increased my outputs around 60-70%, making them much more accurate than before, and the context and semantic meaning have increased substantially."
"Voyage AI has improved time, manual efforts, and employee satisfaction, and for this type of use case, Voyage AI is the best option available because the time it takes for answering questions reduces, employees no longer need to raise many tickets for simple queries, and it provides an answer in a single question and a single click without waiting for HR to respond."
 

Cons

"The support system of Turbot needs more improvement in terms of raising SLA tickets and maintaining the TAT should get a little more refined, but not in respect to features, as rest of all things are good."
"I think ease of use is the main area that needs improvement."
"I have not been frustrated with Voyage AI, but some enterprises will not share their data because they keep their data within their own infrastructure."
"Improvement can be made in the documentation aspect, which definitely needs to be updated or enhanced."
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Top Industries

By visitors reading reviews
Construction Company
49%
Comms Service Provider
10%
Outsourcing Company
8%
Insurance Company
6%
Construction Company
44%
Comms Service Provider
10%
Outsourcing Company
8%
University
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What needs improvement with Turbot?
The support system of Turbot needs more improvement in terms of raising SLA tickets and maintaining the TAT should get a little more refined, but not in respect to features, as rest of all things a...
What is your primary use case for Turbot?
Turbot is used for automation in RPA across different domains including retail, retail banking operations, real estate, and various business use cases on airline portals. In the retail banking doma...
What advice do you have for others considering Turbot?
Currently, I do not see any improvements needed for Turbot; everything regarding performance is providing great services for us. The review rating given for this product is 8.
What is your experience regarding pricing and costs for Voyage AI?
My experience with costing information, overall it is good as for as now. We got free tokens around 200 million at start. we paid approximately $0.12 per million tokens depending on the model. It i...
What needs improvement with Voyage AI?
Voyage AI's SDK support is limited to Python and JavaScript, so teams using other languages need custom wrappers to integrate it. Rate limiting also feels outdated, requiring manual static wait...
What is your primary use case for Voyage AI?
My main use case for Voyage AI is converting text into embeddings so that it can be searched efficiently. I can provide a specific example of how I use Voyage AI for text-to-embedding through Retri...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about Dice, Upbound, Tulip Interfaces and others in AWS Marketplace. Updated: October 2026.
921,523 professionals have used our research since 2012.